The dynamics of concepts: a connectionist model
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | German |
| Veröffentlicht: |
Berlin u.a.
Springer
1994
|
| Schriftenreihe: | Lecture notes in computer science
766 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. [315] - 340 |
| Beschreibung: | XI, 340 S. graph. Darst. |
| ISBN: | 3540576479 0387576479 |
Internformat
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| 100 | 1 | |a Loocke, Philip R. van |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a The dynamics of concepts |b a connectionist model |c Philip R. Van Loocke |
| 264 | 1 | |a Berlin u.a. |b Springer |c 1994 | |
| 300 | |a XI, 340 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 766 : Lecture notes in artificial intelligence | |
| 500 | |a Literaturverz. S. [315] - 340 | ||
| 650 | 4 | |a Künstliche Intelligenz | |
| 650 | 4 | |a Mathematisches Modell | |
| 650 | 4 | |a Machine theory -- Mathematical models | |
| 650 | 4 | |a Concepts -- Mathematical models | |
| 650 | 4 | |a Artificial intelligence -- Mathematical models | |
| 650 | 0 | 7 | |a Konnektionistisches Netz |0 (DE-588)4304815-8 |2 gnd |9 rswk-swf |
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Datensatz im Suchindex
| _version_ | 1820874841986695168 |
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THE
DYNAMICS
OF
CONCEPTS
A
CONNECTIONS
MODEL
TABLE
OF
CONTENTS
I
INTRODUCTION
.
1
1
THE
DYNAMICS
OF
CONCEPTS
.
1
2
THE
COMPONENTS
OF
CONCEPTS
.
3
3
CONCEPTS
.
4
4
SPECIFICATIONS
CONCERNING
THE
REPRESENTATION
OF
P
'
S
AND
M
'
S
.
6
5
TOPOLOGICAL
PROPERTIES
OF
MIXTURE
STATES
.
8
6
THE
THRESHOLD
OVERLAP
REQUIRED
TO
TRIGGER
A
MULTI-COMPONENT
CONCEPT
.
9
7
THE
CONTENTS
OF
THE
NEXT
CHAPTERS
.
10
II
SEMANTIC
AND
PRE-SEMANTIC
REPRESENTATIONS
.
13
1
INTRODUCTION
.
13
2
PRE-PROCESSING
AND
SEMANTIC
PROCESSING
.
13
3
PRE-PROCESSING
AND
THE
MICROFEATURE
HYPOTHESIS
.
17
4
MARR
'
S
THEORY
AND
THE
RELATION
BETWEEN
PRE-PROCESSING
AND
SEMANTIC
PATTERNS
.
23
5
SEMANTIC
FEATURES
.
27
6
OLDER
APPROACHES
WHICH
INVOKE
SEMANTIC
MICROFEATURES
.
28
III
DEMARCATION
OF
A
MODULE
FOR
NON-VERBAL
REPRESENTATIONS
.
31
1
INTRODUCTION
.
31
2
REPRESENTATIONS
OF
TEMPORAL
ASSOCIATIONS
AND
REPRESENTATIONS
OF
NON-TEMPORAL
ASSOCIATIONS
.
31
3
SPECIFIC
RELATIONS
AND
NON-SPECIFIC
ASSOCIATIONS
.
32
4
NON-VERBAL
PATTERNS
AND
MENTAL
IMAGERY
.
37
5
IMAGES
AND
IMAGE
SCHEMA
'
S
.
45
VIII
TABLE
OF
CONTENTS
IV
FEATURE
PACKAGES
AND
THE
REPRESENTATION
OF
FUNCTION
.
51
1
INTRODUCTION
.
51
2
THE
RECOGNITION
OF
FORMS
IN
INFANCY
AND
IN
EARLY
CHILDHOOD
.
52
3
FEATURE-THEORIES
OF
CONCEPT-GENERATION
.
54
4
IN
DEFENCE
OF
THE
PRIMACY
OF
FUNCTION:
CASSIRER,
PIAGET
AND
NELSON
.
58
5
FUNCTION
VERSUS
PERCEPTUAL
FEATURES
.
59
6
ASPECTS
OF
FUNCTION
WHICH
CAN
BE
DESCRIBED
AS
GENERALIZED
SFS
.
61
7
INTERNAL
AND
EXTERNAL
PROPERTIES
OF
OBJECTS
.
63
8
FUNCTIONS
COMMON
TO
DIFFERENT
CONCEPTS
AS
GUIDES
FOR
ABSTRACTIONS
.
65
V
THE
INTERNAL
STRUCTURE
OF
CATEGORIES
.
69
1
INTRODUCTION
.
69
2
THE
CLASSICAL
VIEW
.
70
3
MODELS
WHICH
DO
NOT
RELY
ON
CRITERIA
OF
NECESSARY
AND
SUFFICIENT
CONDITIONS
.
72
4
FOUR
NON-MULTIPLICATIVE
MODELS
OF
CLASSIFICATION
.
73
5
ROSCH
'
THEORY
OF
PROTOTYPES
.
76
6
THE
EXEMPLAR
MODEL
AND
ITS
PROPERTIES
.
77
7
THE
NECESSITY
TO
INTEGRATE
ADDITIVE
AND
MULTIPLICATIVE
INTERACTIONS
.
87
8
THE
NATURE
OF
THE
DIMENSIONS
USED
IN
THESE
MODELS
.
90
9
THE
EXEMPLAR
RULE
AND
THE
PROTOTYPE
RULE
IN
TERMS
OF
ORDER
PARAMETERS
.
92
VI
A
CONNECTIONIST
MODEL
AND
A
PROPOSAL
FOR
A
LEARNING
RULE
.
97
1
INTRODUCTION
.
97
2
A
CONNECTIONIST
MODEL
.
98
3
THE
FORMAL
EXPRESSION
OF
THE
CONSOLIDATION
RULE
(NON-NORMALIZED
VERSION)
.
102
4
THE
NORMALIZATION
OF
THE
CONSOLIDATION
RULE
.
105
5
THE
QUALITATIVE
DIFFERENCE
BETWEEN
SUM
AND
PRODUCT-CONSOLIDATIONS
.
108
6
SOME
EXAMPLES
.
110
7
THE
FULL
LEARNING
RULE
.
125
8
COMMENTS
.
129
9
THE
FUNCTION
OF
THE
BASIS
LAYER
.
131
TABLE
OF
CONTENTS
IX
VII
PROTOTYPES
AND
MORE
GENERAL
TYPICALITY
EFFECTS
.
135
1
INTRODUCTION
.
135
2
TYPICALITY
IN
OUR
MODEL
.
136
3
OBVIOUS
PROPERTIES
OF
THE
RELATIVE
TYPICALITIES
ESTIMATED
BY
OUR
MODEL
.
140
4 A
SIMPLE
MATHEMATICAL
EXPLANATION
OF
THESE
FACTS
.
144
5
PROTOTYPES
AND
CENTRAL
TENDENCY
.
146
6
OTHER
FACTORS
WHICH
CONTRIBUTE
TO
THE
TYPICALITY
OF
AN
ITEM
.
151
7
ALTERNATIVE
DETERMINANTS
OF
GRADED
STRUCTURE
IN
OUR
MODEL:
FREQUENCY
AND
IDEALITY
.
152
8
THE
DEPENDENCY
OF
TYPICALITY
PREDICTORS
ON
THE
CONFIGURATION
OF
THE
CONCEPTS
.
158
VIII
THE
INFLUENCE
OF
CONTEXTS
ON
TYPICALITIES
.
165
1
INTRODUCTION
.
165
2
THE
STRONG
HYPOTHESIS
ON
THE
INFLUENCE
OF
CONTEXTS
ON
THE
STRUCTURE
OF
CATEGORIES
.
165
3
REFUTATIONS
OF
THE
STRONG
HYPOTHESIS
.
166
4
INTERPRETATION
AND
DISCUSSION
.
170
IX
THE
BASIC
LEVEL
OF
TAXONOMIC
ORGANIZATION
.
177
1
INTRODUCTION
.
177
2
BASIC
LEVEL-CATEGORIES
.
177
3
BASIC
LEVEL
CONCEPTS
AND
PROTOTYPES
.
183
4
TAXONOMIC
LEVELS
AND
THE
EASE
OF
ACCESS
OF
CONCEPTS
.
185
5
THE
DEVELOPMENT
AND
THE
DIFFERENTIATION
OF
THE
BASIC
LEVEL
.
191
6
THE
ORTHOGONALITY
OF
BASIC
LEVEL
CATEGORIES
.
194
X
CONCEPTUAL
ORGANIZATION
AND
ITS
DEVELOPMENT
.
201
X.I
THE
EMPIRICAL
PSYCHOLOGY
OF
CONCEPT
DEVELOPMENT
.
201
1
INTRODUCTION
.
201
2
THE
FREE
RECALL
METHOD
AND
THE
ORGANIZATION
OF
MEMORY
.
202
3
THE
NATURE
OF
THE
THEMATIC
ORGANIZATION
OF
CHILD-MEMORY
.
204
4
THE
CONCEPTUAL
PREFERENCE
METHOD
AND
THEMATIC
ORGANIZATION
.
204
X
TABLE
OF
CONTENTS
5
OTHER
METHODS
THAT
EVIDENCE
THE
TRANSITION
FROM
A
THEMATIC
TO
A
TAXONOMIC
ORGANIZATION
OF
MEMORY
.
206
6
THE
RELATION
BETWEEN
THE
ORGANIZATION
OF
MEMORY
AND
THE
ELABORATENESS
OF
A
KNOWLEDGE
BASE
.
207
X.II
GENERAL
DISCUSSION
.
210
1
INTRODUCTION
.
210
2
THE
USE
OF
CATEGORIES
AS
CUES:
EVIDENCE
FOR
THE
NON-EXTENSIONAL
REPRESENTATION
OF
CATEGORIES
.
211
3
SPONTANEOUS
CATEGORICAL
CLUSTERING
IN
RECALL
.
213
4
CLUSTERING
IN
FREE
RECALL
AND
THEMATIC
ASSOCIATIONS
.
216
5
PREFERENCES
IN
CLASSIFICATION
TASKS
.
218
6
FAMILIAR
CONTEXTS
AND
ASSOCIATIVE
LINKS
BETWEEN
ITEMS
.
224
7
THE
REORGANIZATION
OF
THE
REPRESENTATIONS
OF
ITEMS
WHICH
BELONG
TO
FAMILIAR
CONTEXTS
.
224
8
THE
CREATION
AND
ADDRESSABILITY
OF
ABSTRACT
CONCEPTS
.
247
APPENDIX
I
VOTE
MIXTURES
AND
THEIR
PROPERTIES
.
255
1
INTRODUCTION
.
255
2
LARGE
BINARY
PATTERNS
AND
ORDER
PARAMETERS
.
255
3
VOTE-MIXTURES
AND
THEIR
ORDER
PARAMETERS
.
256
4
CALCULATION
OF
THE
OVERLAPS
BETWEEN
ODD
VOTE-MIXTURES
.
265
5
CALCULATION
OF
THE
FIELDS
EXPERIENCED
BY
COMPONENTS
WHICH
OCCUR
IN
DIFFERENT
MIXTURES
.
275
APPENDIX
II
SOME
CONVERGENT
PROPERTIES
OF
THE
CONCEPTUAL
DATA-BASE
OF
THE
RIGHT
HEMISPHERE
.
289
1
INTRODUCTION
.
289
2
PROPERTIES
OF
THE
CONCEPTUAL
DATABASE
OF
THE
RIGHT
HEMISPHERE
.
290
3
MODULES
FOR
NON-SPECIFIC
ASSOCIATIONS
AND
MODULES
FOR
SPECIFIC
RELATIONS
.
.
293
4
A
MORE
GENERAL
VIEW
ON
THE
PROCESS
OF
LATERALIZATION
.
295
5
A
SUPPLEMENTARY
HYPOTHESIS
.
297
6
THE
INTERACTION
BETWEEN
THE
COMPONENTS
OF
CONCEPTS
AND
ITS
CONSEQUENCES
.
299
7
THE
RELATION
OF
THESE
PROPERTIES
WITH
THE
CONNECTIONIST
MODEL
OF
CHAPTER
VI
.
301
TABLE
OF
CONTENTS
X
*
APPENDIX
III
SOME
NOTES
CONCERNING
SIMULATIONS
.
305
1
THE
FINITE
SIZE
OF
THE
NETWORK
AND
ITS
IMPLICATIONS:
PSEUDO-ORTHOGONAL
P'S
.
305
2
THE
FLUCTUATIONS
PRODUCED
BY
THE
RANDOM
ORDER
IN
THE
UPDATING
RULE
.
306
3
THE
DISPERSIONS
PRODUCED
BY
THE
RANDOM
UPDATING
SCHEMA
.
307
BIBLIOGRAPHY
.
315 |
| any_adam_object | 1 |
| author | Loocke, Philip R. van |
| author_facet | Loocke, Philip R. van |
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| author_sort | Loocke, Philip R. van |
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| callnumber-raw | Q325.5.L66 1994 |
| callnumber-search | Q325.5.L66 1994 |
| callnumber-sort | Q 3325.5 L66 41994 |
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| ctrlnum | (OCoLC)832264266 (DE-599)BVBBV008418565 |
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| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 20 |
| dewey-search | 006.3 20 |
| dewey-sort | 16.3 220 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV008418565 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:06:09Z |
| institution | BVB |
| isbn | 3540576479 0387576479 |
| language | German |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005546641 |
| oclc_num | 832264266 |
| open_access_boolean | |
| owner | DE-384 DE-739 DE-29T DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-91G DE-BY-TUM DE-20 DE-634 DE-83 DE-11 DE-188 DE-706 |
| owner_facet | DE-384 DE-739 DE-29T DE-355 DE-BY-UBR DE-19 DE-BY-UBM DE-91G DE-BY-TUM DE-20 DE-634 DE-83 DE-11 DE-188 DE-706 |
| physical | XI, 340 S. graph. Darst. |
| publishDate | 1994 |
| publishDateSearch | 1994 |
| publishDateSort | 1994 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Loocke, Philip R. van Verfasser aut The dynamics of concepts a connectionist model Philip R. Van Loocke Berlin u.a. Springer 1994 XI, 340 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 766 : Lecture notes in artificial intelligence Literaturverz. S. [315] - 340 Künstliche Intelligenz Mathematisches Modell Machine theory -- Mathematical models Concepts -- Mathematical models Artificial intelligence -- Mathematical models Konnektionistisches Netz (DE-588)4304815-8 gnd rswk-swf Begriff (DE-588)4005248-5 gnd rswk-swf Konnektionismus (DE-588)4265446-4 gnd rswk-swf Begriff (DE-588)4005248-5 s Konnektionismus (DE-588)4265446-4 s DE-604 Konnektionistisches Netz (DE-588)4304815-8 s Lecture notes in computer science 766 : Lecture notes in artificial intelligence (DE-604)BV000000607 766 : Lecture DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005546641&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Loocke, Philip R. van The dynamics of concepts a connectionist model Lecture notes in computer science Künstliche Intelligenz Mathematisches Modell Machine theory -- Mathematical models Concepts -- Mathematical models Artificial intelligence -- Mathematical models Konnektionistisches Netz (DE-588)4304815-8 gnd Begriff (DE-588)4005248-5 gnd Konnektionismus (DE-588)4265446-4 gnd |
| subject_GND | (DE-588)4304815-8 (DE-588)4005248-5 (DE-588)4265446-4 |
| title | The dynamics of concepts a connectionist model |
| title_auth | The dynamics of concepts a connectionist model |
| title_exact_search | The dynamics of concepts a connectionist model |
| title_full | The dynamics of concepts a connectionist model Philip R. Van Loocke |
| title_fullStr | The dynamics of concepts a connectionist model Philip R. Van Loocke |
| title_full_unstemmed | The dynamics of concepts a connectionist model Philip R. Van Loocke |
| title_short | The dynamics of concepts |
| title_sort | the dynamics of concepts a connectionist model |
| title_sub | a connectionist model |
| topic | Künstliche Intelligenz Mathematisches Modell Machine theory -- Mathematical models Concepts -- Mathematical models Artificial intelligence -- Mathematical models Konnektionistisches Netz (DE-588)4304815-8 gnd Begriff (DE-588)4005248-5 gnd Konnektionismus (DE-588)4265446-4 gnd |
| topic_facet | Künstliche Intelligenz Mathematisches Modell Machine theory -- Mathematical models Concepts -- Mathematical models Artificial intelligence -- Mathematical models Konnektionistisches Netz Begriff Konnektionismus |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005546641&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT loockephiliprvan thedynamicsofconceptsaconnectionistmodel |